GithubHelp home page GithubHelp logo

darshpanchal / face-recognition Goto Github PK

View Code? Open in Web Editor NEW
0.0 1.0 0.0 6 KB

Face recognition on video using edgetpu.

License: Apache License 2.0

Python 100.00%
face-recognition coral edgetpu opencv

face-recognition's Introduction

Face Recognition

Face recognition on a video using Edgetpu. Looks for a face from video and saves the frame where it detects.

Prerequisites:

Dependencies:

  • Pycoral
  • tflite-runtime==2.5.0
  • PIL
  • Numpy
  • OpenCV
  • argparse

faceextract.py is a used to extract faces from a video frame using opencv and haarcascades.

Usage:

python recognize.py --model path_to_model --labels path_to_label_file
--haar path_to_haar_cascade --video path_to_video_file --find label_to_find_from_model

Issues:

  • Low accuracy in face detection using haar cascade.

Tasks:

  • Using face detection neural network model to detect face instead of haar cascade to improve accuracy.

face-recognition's People

Contributors

darshpanchal avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.